{"id":"W2279189273","doi":"10.1093/ije/dyv297","title":"Psychiatric epidemiology: dimensions and categories","year":2015,"lang":"en","type":"letter","venue":"International Journal of Epidemiology","topic":"Mental Health Treatment and Access","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Epidemiology; Psychiatric epidemiology; Psychiatry; Medicine; MEDLINE; Psychology; Biology; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01022755,0.001005405,0.001918454,0.004753941,0.003417597,0.006019172,0.001631171,0.01562813,0.004557265],"category_scores_gemma":[0.05072545,0.000843569,0.001469297,0.004546347,0.004951546,0.00726363,0.004060247,0.01761787,0.002095737],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004809159,"about_ca_system_score_gemma":0.007523744,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007641844,"about_ca_topic_score_gemma":0.01548298,"domain_scores_codex":[0.9871881,0.005092971,0.00355329,0.0006901578,0.002587436,0.0008880075],"domain_scores_gemma":[0.9619988,0.01910963,0.004423158,0.001521759,0.008707896,0.004238791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001097218,0.0001557853,0.03225955,0.000556707,0.0000515164,0.002211368,0.001294286,0.0003305161,0.0003599456,0.03547591,0.8440021,0.08319264],"study_design_scores_gemma":[0.0003394963,0.000211153,0.07378929,0.006926131,0.0001374514,0.02164352,0.008162729,0.003863883,0.0003941093,0.2165513,0.6676989,0.0002820136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.001718684,0.006034397,0.0007285642,0.9782406,0.008057522,0.00003536417,0.000207557,0.00002771102,0.004949533],"genre_scores_gemma":[0.06962761,0.02480066,0.007595356,0.7115505,0.17574,0.0004490083,0.0007681996,0.00005798904,0.009410681],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01562813,"threshold_uncertainty_score":0.05408907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1482247128561241,"score_gpt":0.4668010549171461,"score_spread":0.3185763420610219,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}